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Consumer Learning and Heterogeneity: Dynamics of Demand for Prescription Drugs after Patent Expiration

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Cited by:

  1. Ajay Kalra & Shibo Li & Wei Zhang, 2011. "Understanding Responses to Contradictory Information About Products," Marketing Science, INFORMS, vol. 30(6), pages 1098-1114, November.
  2. Kurt R. Brekke & Chiara Canta & Odd Rune StraumeAuthor-Email: o.r.straume@eeg.uminho.p, 2015. "Does Reference Pricing Drive Out Generic Competition in Pharmaceutical Markets? Evidence from a Policy Reform," NIPE Working Papers 6/2015, NIPE - Universidade do Minho.
  3. Muhammad Tanveer & Abdul-Rahim Ahmad & Haider Mahmood & Ikram Ul Haq, 2021. "Role of Ethical Marketing in Driving Consumer Brand Relationships and Brand Loyalty: A Sustainable Marketing Approach," Sustainability, MDPI, vol. 13(12), pages 1-17, June.
  4. Susan J. Méndez, 2018. "Parallel trade of pharmaceuticals: The Danish market for statins," Health Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 333-356, February.
  5. Jialie Chen & Vithala R. Rao, 2020. "A Dynamic Model of Rational Addiction with Stockpiling and Learning: An Empirical Examination of E-cigarettes," Management Science, INFORMS, vol. 66(12), pages 5886-5905, December.
  6. David Granlund & Miyase Koksal-Ayhan, 2015. "Parallel imports and a mandatory substitution reform: a kick or a muff for price competition in pharmaceuticals?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(9), pages 969-983, December.
  7. Aamir Rafique Hashmi & Johannes Van Biesebroeck, 2016. "The Relationship between Market Structure and Innovation in Industry Equilibrium: A Case Study of the Global Automobile Industry," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 192-208, March.
  8. Li, Dong & Nagurney, Anna & Yu, Min, 2018. "Consumer learning of product quality with time delay: Insights from spatial price equilibrium models with differentiated products," Omega, Elsevier, vol. 81(C), pages 150-168.
  9. Granlund, David & Bergman, Mats A., 2017. "Price competition in pharmaceuticals – evidence from 1303 Swedish markets," Umeå Economic Studies 952, Umeå University, Department of Economics.
  10. Günter J. Hitsch, 2006. "An Empirical Model of Optimal Dynamic Product Launch and Exit Under Demand Uncertainty," Marketing Science, INFORMS, vol. 25(1), pages 25-50, 01-02.
  11. Victor Aguirregabiria, 2023. "Dynamic demand for differentiated products with fixed-effects unobserved heterogeneity," The Econometrics Journal, Royal Economic Society, vol. 26(1), pages 1-25.
  12. Victor Aguirregabiria & Jihye Jeon, 2020. "Firms’ Beliefs and Learning: Models, Identification, and Empirical Evidence," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 56(2), pages 203-235, March.
  13. Tülin Erdem & Susumu Imai & Michael Keane, 2003. "Brand and Quantity Choice Dynamics Under Price Uncertainty," Quantitative Marketing and Economics (QME), Springer, vol. 1(1), pages 5-64, March.
  14. Kaiser, Ulrich & Mendez, Susan J. & Rønde, Thomas & Ullrich, Hannes, 2014. "Regulation of pharmaceutical prices: Evidence from a reference price reform in Denmark," Journal of Health Economics, Elsevier, vol. 36(C), pages 174-187.
  15. Brekke, Kurt R. & Holmas, Tor Helge & Straume, Odd Rune, 2011. "Reference pricing, competition, and pharmaceutical expenditures: Theory and evidence from a natural experiment," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 624-638, August.
  16. Carey, Colleen & Lieber, Ethan M.J. & Miller, Sarah, 2021. "Drug firms’ payments and physicians’ prescribing behavior in Medicare Part D," Journal of Public Economics, Elsevier, vol. 197(C).
  17. Tomaso Duso & Annika Herr & Moritz Suppliet, 2014. "The Welfare Impact Of Parallel Imports: A Structural Approach Applied To The German Market For Oral Anti‐Diabetics," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1036-1057, September.
  18. Patrick Bajari & C. Lanier Benkard & Jonathan Levin, 2007. "Estimating Dynamic Models of Imperfect Competition," Econometrica, Econometric Society, vol. 75(5), pages 1331-1370, September.
  19. Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Learning Models: An Assessment of Progress, Challenges and New Developments," Economics Papers 2013-W07, Economics Group, Nuffield College, University of Oxford.
  20. Shen Hui, 2018. "Dynamic Pricing with Forward Looking Social Learners: the Case of US Video Games Industry," 2018 Meeting Papers 1232, Society for Economic Dynamics.
  21. Keane, M.P. & Thorp, S., 2016. "Complex Decision Making," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 661-709, Elsevier.
  22. Marcoul, Philippe & Weninger, Quinn, 2008. "Search and active learning with correlated information: Empirical evidence from mid-Atlantic clam fishermen," Journal of Economic Dynamics and Control, Elsevier, vol. 32(6), pages 1921-1948, June.
  23. Harikesh Nair, 2007. "Intertemporal price discrimination with forward-looking consumers: Application to the US market for console video-games," Quantitative Marketing and Economics (QME), Springer, vol. 5(3), pages 239-292, September.
  24. Andrew T. Ching & Masakazu Ishihara, 2012. "Measuring the Informative and Persuasive Roles of Detailing on Prescribing Decisions," Management Science, INFORMS, vol. 58(7), pages 1374-1387, July.
  25. Nitin Mehta & Xinlei (Jack) Chen & Om Narasimhan, 2008. "Informing, Transforming, and Persuading: Disentangling the Multiple Effects of Advertising on Brand Choice Decisions," Marketing Science, INFORMS, vol. 27(3), pages 334-355, 05-06.
  26. Lee, Chung-Ying, 2020. "Pricing strategy and moral hazard: Copay coupons in pharmaceuticals," International Journal of Industrial Organization, Elsevier, vol. 70(C).
  27. Pradeep Chintagunta & Renna Jiang & Ginger Jin, 2009. "Information, learning, and drug diffusion: The case of Cox-2 inhibitors," Quantitative Marketing and Economics (QME), Springer, vol. 7(4), pages 399-443, December.
  28. Janssen, Aljoscha & Granlund, David, 2023. "The importance of the first generic substitution: Evidence from Sweden," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 1-25.
  29. Tat Chan & Chakravarthi Narasimhan & Ying Xie, 2013. "Treatment Effectiveness and Side Effects: A Model of Physician Learning," Management Science, INFORMS, vol. 59(6), pages 1309-1325, June.
  30. Arjen van Lin & Els Gijsbrechts, 2019. "“Hello Jumbo!” The Spatio-Temporal Rollout and Traffic to a New Grocery Chain After Acquisition," Management Science, INFORMS, vol. 67(5), pages 2388-2411, May.
  31. Haiyan Liu, 2016. "A Structural Model of Advertising Signaling and Social Learning: The Case of the Motion Picture Industry," Working Papers 0216, University of South Florida, Department of Economics.
  32. Michael P. Keane, 2013. "Panel data discrete choice models of consumer demand," Economics Papers 2013-W08, Economics Group, Nuffield College, University of Oxford.
  33. Granlund, David & Bergman, Mats A., 2018. "Price competition in pharmaceuticals – Evidence from 1303 Swedish markets," Journal of Health Economics, Elsevier, vol. 61(C), pages 1-12.
  34. Janssen, Aljoscha & Granlund, David, 2022. "The Importance of the First Generic Substitution: Evidence from Sweden," Working Paper Series 1428, Research Institute of Industrial Economics.
  35. Jie Bai, 2016. "Melons as Lemons: Asymmetric Information, Consumer Learning and Seller Reputation," Natural Field Experiments 00540, The Field Experiments Website.
  36. Dirk Bergemann & Juuso Valimaki, 2004. "Monopoly Pricing of Experience Goods," Cowles Foundation Discussion Papers 1463R, Cowles Foundation for Research in Economics, Yale University, revised May 2005.
  37. Yen-Ching Sung, 2010. "Consumer learning behavior in choosing electric motorcycles," Transportation Planning and Technology, Taylor & Francis Journals, vol. 33(2), pages 139-155, January.
  38. Hiroshi Kitamura & Akira Miyaoka & Misato Sato, 2011. "Free Entry, Market Diffusion, and Social Inefficiency with Endogenously Growing Demand," Discussion Papers in Economics and Business 11-04-Rev, Osaka University, Graduate School of Economics, revised Nov 2012.
  39. Andrew Ching & Masakazu Ishihara, 2010. "The effects of detailing on prescribing decisions under quality uncertainty," Quantitative Marketing and Economics (QME), Springer, vol. 8(2), pages 123-165, June.
  40. Xinlei Chen & Yuxin Chen & Charles Weinberg, 2013. "Learning about movies: the impact of movie release types on the nationwide box office," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 37(3), pages 359-386, August.
  41. Tat Y. Chan & Jia Li & Lamar Pierce, 2014. "Learning from Peers: Knowledge Transfer and Sales Force Productivity Growth," Marketing Science, INFORMS, vol. 33(4), pages 463-484, July.
  42. Yang Li & Asim Ansari, 2014. "A Bayesian Semiparametric Approach for Endogeneity and Heterogeneity in Choice Models," Management Science, INFORMS, vol. 60(5), pages 1161-1179, May.
  43. Masakazu Ishihara & Andrew T. Ching, 2019. "Dynamic Demand for New and Used Durable Goods Without Physical Depreciation: The Case of Japanese Video Games," Marketing Science, INFORMS, vol. 38(3), pages 392-416, May.
  44. Arcidiacono, Peter & Ellickson, Paul B. & Landry, Peter & Ridley, David B., 2013. "Pharmaceutical followers," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 538-553.
  45. Ching, Andrew T., 2010. "Consumer learning and heterogeneity: Dynamics of demand for prescription drugs after patent expiration," International Journal of Industrial Organization, Elsevier, vol. 28(6), pages 619-638, November.
  46. Neha Bairoliya & Pinar Karaca-Mandic & Jeffrey S. McCullough & Amil Petrin, 2017. "Consumer Learning and the Entry of Generic Pharmaceuticals," NBER Working Papers 23662, National Bureau of Economic Research, Inc.
  47. Tülin Erdem & Michael Keane & T. Öncü & Judi Strebel, 2005. "Learning About Computers: An Analysis of Information Search and Technology Choice," Quantitative Marketing and Economics (QME), Springer, vol. 3(3), pages 207-247, September.
  48. Mercedes Esteban-Bravo & Jose M. Vidal-Sanz & Gökhan Yildirim, 2017. "Can Retail Sales Volatility be Curbed Through Marketing Actions?," Marketing Science, INFORMS, vol. 36(2), pages 232-253, March.
  49. Kohei Kawaguchi, 2021. "When Will Workers Follow an Algorithm? A Field Experiment with a Retail Business," Management Science, INFORMS, vol. 67(3), pages 1670-1695, March.
  50. Sarmah, Archita & De Giovanni, Domenico & De Giovanni, Pietro, 2020. "Compulsory licenses in the pharmaceutical industry: Pricing and R&D strategies," European Journal of Operational Research, Elsevier, vol. 282(3), pages 1053-1069.
  51. Callejas, Jerónimo & Mohapatra, Debi Prasad, 2021. "Welfare effects of public procurement of medicines: Evidence from Ecuador," International Journal of Industrial Organization, Elsevier, vol. 75(C).
  52. Anderson, Simon P. & Ciliberto, Federico & Liaukonyte, Jura, 2013. "Information content of advertising: Empirical evidence from the OTC analgesic industry," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 355-367.
  53. Xinyuan Liu & Zaiyan Wei & Mo Xiao, 2020. "Platform Mispricing and Lender Learning in Peer-to-Peer Lending," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 56(2), pages 281-314, March.
  54. David Granlund, 2021. "A New Approach to Estimating State Dependence in Consumers’ Brand Choices Applied to 762 Pharmaceutical Markets," Journal of Industrial Economics, Wiley Blackwell, vol. 69(2), pages 443-483, June.
  55. Ching, Andrew T. & Erdem, Tülin & Keane, Michael P., 2014. "A simple method to estimate the roles of learning, inventories and category consideration in consumer choice," Journal of choice modelling, Elsevier, vol. 13(C), pages 60-72.
  56. Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2017. "Empirical Models of Learning Dynamics: A Survey of Recent Developments," International Series in Operations Research & Management Science, in: Berend Wierenga & Ralf van der Lans (ed.), Handbook of Marketing Decision Models, edition 2, chapter 0, pages 223-257, Springer.
  57. Puneet Manchanda & Dick Wittink & Andrew Ching & Paris Cleanthous & Min Ding & Xiaojing Dong & Peter Leeflang & Sanjog Misra & Natalie Mizik & Sridhar Narayanan & Thomas Steenburgh & Jaap Wieringa & M, 2005. "Understanding Firm, Physician and Consumer Choice Behavior in the Pharmaceutical Industry," Marketing Letters, Springer, vol. 16(3), pages 293-308, December.
  58. Duflos, Gautier & Lichtenberg, Frank R., 2012. "Does competition stimulate drug utilization? The impact of changes in market structure on US drug prices, marketing and utilization," International Review of Law and Economics, Elsevier, vol. 32(1), pages 95-109.
  59. Toshiaki Iizuka, 2012. "Physician Agency and Adoption of Generic Pharmaceuticals," American Economic Review, American Economic Association, vol. 102(6), pages 2826-2858, October.
  60. Karthik Sridhar & Ram Bezawada & Minakshi Trivedi, 2012. "Investigating the Drivers of Consumer Cross-Category Learning for New Products Using Multiple Data Sets," Marketing Science, INFORMS, vol. 31(4), pages 668-688, July.
  61. Michael P. Keane & Susan Thorp, 2016. "Complex Decision Making: The Roles of Cognitive Limitations, Cognitive Decline and Ageing," Economics Papers 2016-W10, Economics Group, Nuffield College, University of Oxford.
  62. Djolaud, Guy, 2022. "Import Penetration of Low Quality Products : Markups Implications," MPRA Paper 114611, University Library of Munich, Germany.
  63. Song, Lianlian & Shi, Yang & Tso, Geoffrey Kwok Fai & Lo, Hing Po, 2021. "Forecasting week-to-week television ratings using reduced-form and structural dynamic models," International Journal of Forecasting, Elsevier, vol. 37(1), pages 302-321.
  64. Chatterjee, Chirantan & Kubo, Kensuke & Pingali, Viswanath, 2015. "The consumer welfare implications of governmental policies and firm strategy in markets for medicines," Journal of Health Economics, Elsevier, vol. 44(C), pages 255-273.
  65. Ching, Andrew & Ishihara, Masakazu, 2007. "The Effects of Detailing on Prescribing Decisions under Two-Sided Learning," MPRA Paper 4935, University Library of Munich, Germany.
  66. Granlund, David, 2012. "The effect of pharmacies’ right to negotiate discounts on the market share of parallel imported pharmaceuticals," HUI Working Papers 75, HUI Research.
  67. Tülin Erdem & Michael P. Keane & Baohong Sun, 2008. "A Dynamic Model of Brand Choice When Price and Advertising Signal Product Quality," Marketing Science, INFORMS, vol. 27(6), pages 1111-1125, 11-12.
  68. Granlund David, 2015. "The Effect of Pharmacies’ Right to Negotiate Discounts on the Market Share of Parallel Imported Pharmaceuticals," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 15(3), pages 1197-1235, July.
  69. Meng‐Chi Tang, 2023. "A structural analysis of physician agency and pharmaceutical demand," Health Economics, John Wiley & Sons, Ltd., vol. 32(7), pages 1453-1477, July.
  70. Dai Yao & Chuang Tang & Junhong Chu, 2023. "A Dynamic Model of Owner Acceptance in Peer-to-Peer Sharing Markets," Marketing Science, INFORMS, vol. 42(1), pages 166-188, January.
  71. Johannes Van Biesebroeck & Aamir Hashmi, 2007. "Market Structure and Innovation: A Dynamic Analysis of the Global Automobile Industry," 2007 Meeting Papers 362, Society for Economic Dynamics.
  72. SATO Masahiro & OTA Rui & ITO Arata & YANO Makoto, 2020. "Three Minds Equal Manjushari's Wisdom: An Anatomy of Informal Social Learning with Heterogenous Agents by the Hierarchical Bayesian Approach," Discussion papers 20092, Research Institute of Economy, Trade and Industry (RIETI).
  73. Granlund, David, 2019. "A new approach to estimating state dependence in consumers’ brand choices applied to 762 pharmaceutical markets," Umeå Economic Studies 960, Umeå University, Department of Economics.
  74. Zhu, Z.;, 2023. "The Value of Patients: Heterogenous Physician Learning and Generic Drug Diffusion," Health, Econometrics and Data Group (HEDG) Working Papers 23/12, HEDG, c/o Department of Economics, University of York.
  75. Xu, Yan, 2017. "Essays on preference formation and home production," Other publications TiSEM b028fd7e-53ba-4ff6-97eb-4, Tilburg University, School of Economics and Management.
  76. Katharina Elisabeth Blankart & Tom Stargardt, 2020. "The impact of drug quality ratings from health technology assessments on the adoption of new drugs by physicians in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 63-82, October.
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